Генерация изображения по тексту — различия между версиями

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== GAN ==
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=== DCGAN ===
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=== Attribute2Image ===
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=== StackGAN ===
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=== StackGAN++ ===
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=== Some Name Here (Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis) ===
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=== AttnGAN ===
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=== Stacking VAE and GAN ===
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=== ChatPainter ===
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=== MMVR ===
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=== FusedGAN ===
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=== MirrorGAN ===
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=== Obj-GANs ===
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=== LayoutVAE ===
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=== TextKD-GAN ===
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=== MCA-GAN ===
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=== LeicaGAN ===
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== См. также ==
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*[[Generative Adversarial Nets (GAN)|Порождающие состязательные сети]]
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== Примечания ==
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<references/>
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== Источники информации ==
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*[https://arxiv.org/abs/1605.05396 Scott R. {{---}} Generative Adversarial Text to Image Synthesis, 2016]
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*[https://arxiv.org/abs/1512.00570 Xinchen Y. {{---}} Conditional Image Generation from Visual Attributes, 2015]
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*[https://arxiv.org/abs/1612.03242 Han Z., Tao X. {{---}} Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks, 2017]
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*[https://arxiv.org/abs/1710.10916 Han Z., Tao X. {{---}} Realistic Image Synthesis with Stacked Generative Adversarial Networks, 2018]
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*[https://arxiv.org/abs/1801.05091 Seunghoon H., Dingdong Y. {{---}} Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis, 2018]
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*[https://openaccess.thecvf.com/content_cvpr_2018/papers/Xu_AttnGAN_Fine-Grained_Text_CVPR_2018_paper.pdf Tao X., Pengchuan Z. {{---}}  Fine-Grained Text to Image Generationwith Attentional Generative Adversarial Networks, 2018]
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*[https://ieeexplore.ieee.org/document/8499439 Chenrui Z., Yuxin P. {{---}} Stacking VAE and GAN for Context-awareText-to-Image Generation, 2018]
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*[https://arxiv.org/abs/1802.08216 Shikhar S., Dendi S. {{---}} ChatPainter: Improving Text to Image Generation using Dialogue, 2018]
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*[https://arxiv.org/abs/1809.10274 Shagan S., Dheeraj P. {{---}} SEMANTICALLY INVARIANT TEXT-TO-IMAGE GENERATION, 2018]
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*[https://arxiv.org/abs/1801.05551 Navaneeth B., Gang H. {{---}} Semi-supervised FusedGAN for ConditionalImage Generation, 2018]
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*[https://arxiv.org/abs/1903.05854 Tingting Q., Jing Z. {{---}} MirrorGAN: Learning Text-to-image Generation by Redescription, 2019]
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*[https://openaccess.thecvf.com/content_CVPR_2019/papers/Li_Object-Driven_Text-To-Image_Synthesis_via_Adversarial_Training_CVPR_2019_paper.pdf Wendo L., Pengchuan Z. {{---}} Object-driven Text-to-Image Synthesis via Adversarial Training 2019]
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*[https://arxiv.org/abs/1907.10719 Akash A.J., Thibaut D. {{---}} LayoutVAE: Stochastic Scene Layout Generation From a Label Set, 2019]
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*[https://arxiv.org/abs/1905.01976 Md. Akmal H. and Mehdi R. {{---}} TextKD-GAN: Text Generation using Knowledge Distillation and Generative Adversarial Networks, 2019]
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*[https://arxiv.org/abs/1909.07083 Bowen L., Xiaojuan Q. {{---}} MCA-GAN: Text-to-Image Generation Adversarial NetworkBased on Multi-Channel Attention, 2019]
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*[http://papers.nips.cc/paper/8375-learn-imagine-and-create-text-to-image-generation-from-prior-knowledge.pdf Tingting Q.,∗ Jing Z. {{---}} Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge, 2019]
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[[Категория: Машинное обучение]]
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[[Категория: Порождающие модели]]

Версия 18:51, 6 января 2021

Эта статья находится в разработке!

GAN

DCGAN

Attribute2Image

StackGAN

StackGAN++

Some Name Here (Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis)

AttnGAN

Stacking VAE and GAN

ChatPainter

MMVR

FusedGAN

MirrorGAN

Obj-GANs

LayoutVAE

TextKD-GAN

MCA-GAN

LeicaGAN

См. также

Примечания


Источники информации

Источник — «http://neerc.ifmo.ru/wiki/index.php?title=Генерация_изображения_по_тексту&oldid=76488»